Ozan Baris Mulayim

ORC ID

0009-0004-5302-0352

Affiliations

Carnegie Mellon University / Lawrence Berkeley National, Laboratory, Pittsburgh, PA, United States

Publications

Viewing 4 of 4 publications

2026

Mulayim, Ozan Baris, Anand Prakash, Yuvraj Agarwal, Mario Bergés, Marco Pritoni, Derek Supple, Steve Schaefer, and Mitali Shah. "Semantic Technologies in Practical Demand Response: An Information Requirement-based Roadmap." Proceedings of the 17th ACM International Conference on Future and Sustainable Energy Systems. ACM, 2026. 670–694.

2025

Mulayim, Ozan Baris, Avia Anwar, Umut Mete Saka, Lazlo Paul, Anand Prakash, Gabe Fierro, Marco Pritoni, and Mario Bergés. "BuildingQA: A Benchmark for Natural Language Question Answering over Building Knowledge Graphs." Proceedings of the 12th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation. ACM, 2025. 65–75.

Mulayim, Ozan Baris, Anand Prakash, Lazlo Paul, and Marco Pritoni. "Extraction and Analysis of Time Series Data from Building Automation Systems Using Large Language Models." Phoenix, AZ: ASHRAE, 2025.

2024

Mulayim, Ozan Baris, Lazlo Paul, Marco Pritoni, Anand Prakash, Malavikha Sudarshan, and Gabe Fierro. "Large Language Models for the Creation and Use of Semantic Ontologies in Buildings: Requirements and Challenges." Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation. ACM, 2024. 312–317.